A neuro‐evolutionary approach for software defined wireless network traffic classification

B Pradhan, MW Hussain, G Srivastava… - IET …, 2022 - Wiley Online Library
Accurate network traffic classification is an essential and challenging issue for wireless
network management and survivability. Existing network traffic classification algorithms, on …

An indirect controller-legacy switch forwarding scheme for link discovery in hybrid SDN

MW Hussain, KHK Reddy… - IEEE Systems …, 2020 - ieeexplore.ieee.org
Software-defined networking (SDN) has predominantly become the defacto network
standard for next generation networking due to its flexibility features; through a single-phase …

Clonal selection algorithm for energy minimization in software defined networks

MW Hussain, B Pradhan, XZ Gao, KHK Reddy… - Applied Soft …, 2020 - Elsevier
With the advancements of Information and Communication Technologies (ICT), large scale
distributed computing and massive data center infrastructures are becoming more common …

Extended indirect controller-legacy switch forwarding for link discovery in hybrid multi-controller SDN

MW Hussain, MS Khan, KHK Reddy, DS Roy - Computer Communications, 2022 - Elsevier
Though widely perceived as a promising network architecture, Software Defined Networks
(SDN) have inherent deployment issues, particularly in terms of a full SDN deployment …

A counter based approach for reducer placement with augmented Hadoop rackawareness

MW Hussain, KH REDDY… - Turkish Journal of …, 2021 - journals.tubitak.gov.tr
As the data-driven paradigm for intelligent systems design is gaining prominence,
performance requirements have become very stringent, leading to numerous fine-tuned …

A counter-based profiling scheme for improving locality through data and reducer placement

MW Hussain, DS Roy - Advances in Machine Learning for Big Data …, 2022 - Springer
Hadoop has been regarded as the de-facto standard for handling data-intensive distributed
applications with its popular storage and processing engine called as the Hadoop …

A broadcast based link discovery scheme for minimizing messages in software defined networks

MW Hussain, S Moulik, DS Roy - 2021 IEEE Globecom …, 2021 - ieeexplore.ieee.org
Software defined network (SDN) with disjoint control and data plane enables the controller
to address network requirement better. A significant issue in such networks is how the …

Enabling indirect link discovery between SDN switches

MW Hussain, D Sinha Roy - … of the International Conference on Computing …, 2021 - Springer
The removal of the control plane from a Software Defined Network (SDN) helps avoid
flexibility issues that exist in the traditional networks thus enabling SDN to leverage more …

Performance Optimization Strategies for Big Data Applications in Distributed Framework

MW Hussain, DS Roy - … , Applications, and Future Directions, Volume 2, 2023 - Springer
The evolution and advancements in Information and Communication Technologies (ICT)
have enabled large scale distributed computing with a huge chunk of applications for …

[PDF][PDF] Centralized traffic engineering in SDN for 6G networks

MW Hussain - 2024 - researchgate.net
5G technology is regarded as the pioneer technology handling the massive increase in the
number of connections, however with higher frequency demands and greater transmission …